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1.
JAMA Cardiol ; 9(8): 713-722, 2024 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-38865108

RESUMEN

Importance: Blood pressure response during acute exercise (exercise blood pressure [EBP]) is associated with the future risk of hypertension and cardiovascular disease (CVD). Biochemical characterization of EBP could inform disease biology and identify novel biomarkers of future hypertension. Objective: To identify protein markers associated with EBP and test their association with incident hypertension. Design, Setting, and Participants: This study assayed 4977 plasma proteins in 681 healthy participants (from 763 assessed) of the Health, Risk Factors, Exercise Training and Genetics (HERITAGE; data collection from January 1993 to December 1997 and plasma proteomics from January 2019 to January 2020) Family Study at rest who underwent 2 cardiopulmonary exercise tests. Individuals were free of CVD at the time of recruitment. Individuals with resting SBP ≥160 mm Hg or DBP ≥100 mm Hg or taking antihypertensive drug therapy were excluded from the study. The association between resting plasma protein levels to both resting BP and EBP was evaluated. Proteins associated with EBP were analyzed for their association with incident hypertension in the Framingham Heart Study (FHS; n = 1177) and validated in the Jackson Heart Study (JHS; n = 772) and Multi-Ethnic Study of Atherosclerosis (MESA; n = 1367). Proteins associated with incident hypertension were tested for putative causal links in approximately 700 000 individuals using cis-protein quantitative loci mendelian randomization (cis-MR). Data were analyzed from January 2023 to January 2024. Exposures: Plasma proteins. Main Outcomes and Measures: EBP was defined as the BP response during a fixed workload (50 W) on a cycle ergometer. Hypertension was defined as BP ≥140/90 mm Hg or taking antihypertensive medication. Results: Among the 681 participants in the HERITAGE Family Study, the mean (SD) age was 34 (13) years; 366 participants (54%) were female; 238 (35%) were self-reported Black and 443 (65%) were self-reported White. Proteomic profiling of EBP revealed 34 proteins that would not have otherwise been identified through profiling of resting BP alone. Transforming growth factor ß receptor 3 (TGFBR3) and prostaglandin D2 synthase (PTGDS) had the strongest association with exercise systolic BP (SBP) and diastolic BP (DBP), respectively (TGFBR3: exercise SBP, ß estimate, -3.39; 95% CI, -4.79 to -2.00; P = 2.33 × 10-6; PTGDS: exercise DBP ß estimate, -2.50; 95% CI, -3.29 to -1.70; P = 1.18 × 10-9). In fully adjusted models, TGFBR3 was inversely associated with incident hypertension in FHS, JHS, and MESA (hazard ratio [HR]: FHS, 0.86; 95% CI, 0.75-0.97; P = .01; JHS, 0.87; 95% CI, 0.77-0.97; P = .02; MESA, 0.84; 95% CI, 0.71-0.98; P = .03; pooled cohort, 0.86; 95% CI, 0.79-0.92; P = 6 × 10-5). Using cis-MR, genetically predicted levels of TGFBR3 were associated with SBP, hypertension, and CVD events (SBP: ß, -0.38; 95% CI, -0.64 to -0.11; P = .006; hypertension: odds ratio [OR], 0.99; 95% CI, 0.98-0.99; P < .001; heart failure with hypertension: OR, 0.86; 95% CI, 0.77-0.97; P = .01; CVD: OR, 0.84; 95% CI, 0.77-0.92; P = 8 × 10-5; cerebrovascular events: OR, 0.77; 95% CI, 0.70-0.85; P = 5 × 10-7). Conclusions and Relevance: Plasma proteomic profiling of EBP identified a novel protein, TGFBR3, which may protect against elevated BP and long-term CVD outcomes.


Asunto(s)
Presión Sanguínea , Ejercicio Físico , Hipertensión , Proteómica , Humanos , Hipertensión/epidemiología , Hipertensión/sangre , Femenino , Masculino , Presión Sanguínea/fisiología , Persona de Mediana Edad , Ejercicio Físico/fisiología , Biomarcadores/sangre , Adulto , Incidencia , Prueba de Esfuerzo , Proteínas Sanguíneas/metabolismo , Anciano
2.
Circ Res ; 133(4): 353-365, 2023 08 04.
Artículo en Inglés | MEDLINE | ID: mdl-37462036

RESUMEN

BACKGROUND: Despite advances in treatment, myocardial infarction (MI) is a leading cause of heart failure and death worldwide, with both ischemia and reperfusion (I/R) causing cardiac injury. A previous study using a mouse model of nonreperfused MI showed activation of brown adipose tissue (BAT). Recent studies showed that molecules secreted by BAT target the heart. We investigated whether BAT attenuates cardiac injury in I/R and sought to identify potential cardioprotective proteins secreted by BAT. METHODS: Myocardial I/R surgery with or without BAT transplantation was performed in wild-type (WT) mice and in mice with impaired BAT function (uncoupling protein 1 [Ucp1]-deficient mice). To identify potential cardioprotective factors produced by BAT, RNA-seq (RNA sequencing) was performed in BAT from WT and Ucp1-/- mice. Subsequently, myocardial I/R surgery with or without BAT transplantation was performed in Bmp3b (bone morphogenetic protein 3b)-deficient mice, and WT mice subjected to myocardial I/R were treated using BMP3b. RESULTS: Dysfunction of BAT in mice was associated with larger MI size after I/R; conversely, augmenting BAT by transplantation decreased MI size. We identified Bmp3b as a protein secreted by BAT after I/R. Compared with WT mice, Bmp3b-deficient mice developed larger MIs. Increasing functional BAT by transplanting BAT from WT mice to Bmp3b-deficient mice reduced I/R injury whereas transplanting BAT from Bmp3b-deficient mice did not. Treatment of WT mice with BMP3b before reperfusion decreased MI size. The cardioprotective effect of BMP3b was mediated through SMAD1/5/8. In humans, the plasma level of BMP3b increased after MI and was positively correlated with the extent of cardiac injury. CONCLUSIONS: The results of this study suggest a cardioprotective role of BAT and BMP3b, a protein secreted by BAT, in a model of I/R injury. Interventions increasing BMP3b levels or targeting Smad 1/5 may represent novel therapeutic approaches to decrease myocardial damage in I/R injury.


Asunto(s)
Enfermedad de la Arteria Coronaria , Factor 10 de Diferenciación de Crecimiento , Infarto del Miocardio , Isquemia Miocárdica , Daño por Reperfusión Miocárdica , Animales , Humanos , Ratones , Tejido Adiposo Pardo/metabolismo , Factor 10 de Diferenciación de Crecimiento/metabolismo , Ratones Endogámicos C57BL , Infarto del Miocardio/metabolismo , Daño por Reperfusión Miocárdica/genética , Daño por Reperfusión Miocárdica/prevención & control , Daño por Reperfusión Miocárdica/tratamiento farmacológico , Reperfusión
3.
Ann Am Thorac Soc ; 20(8): 1124-1135, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37351609

RESUMEN

Rationale: Chronic obstructive pulmonary disease (COPD) is a complex disease characterized by airway obstruction and accelerated lung function decline. Our understanding of systemic protein biomarkers associated with COPD remains incomplete. Objectives: To determine what proteins and pathways are associated with impaired pulmonary function in a diverse population. Methods: We studied 6,722 participants across six cohort studies with both aptamer-based proteomic and spirometry data (4,566 predominantly White participants in a discovery analysis and 2,156 African American cohort participants in a validation). In linear regression models, we examined protein associations with baseline forced expiratory volume in 1 second (FEV1) and FEV1/forced vital capacity (FVC). In linear mixed effects models, we investigated the associations of baseline protein levels with rate of FEV1 decline (ml/yr) in 2,777 participants with up to 7 years of follow-up spirometry. Results: We identified 254 proteins associated with FEV1 in our discovery analyses, with 80 proteins validated in the Jackson Heart Study. Novel validated protein associations include kallistatin serine protease inhibitor, growth differentiation factor 2, and tumor necrosis factor-like weak inducer of apoptosis (discovery ß = 0.0561, Q = 4.05 × 10-10; ß = 0.0421, Q = 1.12 × 10-3; and ß = 0.0358, Q = 1.67 × 10-3, respectively). In longitudinal analyses within cohorts with follow-up spirometry, we identified 15 proteins associated with FEV1 decline (Q < 0.05), including elafin leukocyte elastase inhibitor and mucin-associated TFF2 (trefoil factor 2; ß = -4.3 ml/yr, Q = 0.049; ß = -6.1 ml/yr, Q = 0.032, respectively). Pathways and processes highlighted by our study include aberrant extracellular matrix remodeling, enhanced innate immune response, dysregulation of angiogenesis, and coagulation. Conclusions: In this study, we identify and validate novel biomarkers and pathways associated with lung function traits in a racially diverse population. In addition, we identify novel protein markers associated with FEV1 decline. Several protein findings are supported by previously reported genetic signals, highlighting the plausibility of certain biologic pathways. These novel proteins might represent markers for risk stratification, as well as novel molecular targets for treatment of COPD.


Asunto(s)
Pulmón , Enfermedad Pulmonar Obstructiva Crónica , Humanos , Volumen Espiratorio Forzado/fisiología , Proteómica , Capacidad Vital/fisiología , Espirometría , Biomarcadores
4.
Mol Cell Proteomics ; 22(8): 100601, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37343698

RESUMEN

Regular exercise has many favorable effects on human health, which may be mediated in part by the release of circulating bioactive factors during each bout of exercise. Limited data exist regarding the kinetic responses of plasma proteins during and after acute exercise. Proteomic profiling of 4163 proteins was performed using a large-scale, affinity-based platform in 75 middle-aged adults who were referred for treadmill exercise stress testing. Plasma proteins were quantified at baseline, peak exercise, and 1-h postexercise, and those with significant changes at both exercise timepoints were further examined for their associations with cardiometabolic traits and change with aerobic exercise training in the Health, Risk Factors, Exercise Training and Genetics Family Study, a 20-week exercise intervention study. A total of 765 proteins changed (false discovery rate < 0.05) at peak exercise compared to baseline, and 128 proteins changed (false discovery rate < 0.05) at 1-h postexercise. The 56 proteins that changed at both timepoints included midkine, brain-derived neurotrophic factor, metalloproteinase inhibitor 4, and coiled-coil domain-containing protein 126 and were enriched for secreted proteins. The majority had concordant direction of change at both timepoints. Across all proteins assayed, gene set enrichment analysis showed increased abundance of coagulation-related proteins at 1-h postexercise. Forty-five proteins were associated with at least one measure of adiposity, lipids, glucose homeostasis, or cardiorespiratory fitness in Health, Risk Factors, Exercise Training and Genetics Family Study, and 20 proteins changed with aerobic exercise training. We identified hundreds of novel proteins that change during acute exercise, most of which resolved by 1 h into recovery. Proteins with sustained changes during exercise and recovery may be of particular interest as circulating biomarkers and pathways for further investigation in cardiometabolic diseases. These data will contribute to a biochemical roadmap of acute exercise that will be publicly available for the entire scientific community.


Asunto(s)
Enfermedades Cardiovasculares , Proteómica , Adulto , Persona de Mediana Edad , Humanos , Cinética , Ejercicio Físico/fisiología , Proteínas Sanguíneas
5.
Am J Clin Nutr ; 117(3): 529-539, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36811472

RESUMEN

BACKGROUND: Elevated BCAA levels are strongly associated with diabetes, but how diabetes affects BCAA, branched-chain ketoacids (BCKAs), and the broader metabolome after a meal is not well known. OBJECTIVE: To compare quantitative BCAA and BCKA levels in a multiracial cohort with and without diabetes after a mixed meal tolerance test (MMTT) as well as to explore the kinetics of additional metabolites and their associations with mortality in self-identified African Americans. METHODS: We administered an MMTT to 11 participants without obesity or diabetes and 13 participants with diabetes (treated with metformin only) and measured the levels of BCKAs, BCAAs, and 194 other metabolites at 8 time points across 5 h. We used mixed models for repeated measurements to compare between group metabolite differences at each timepoint with adjustment for baseline. We then evaluated the association of top metabolites with different kinetics with all-cause mortality in the Jackson Heart Study (JHS) (N = 2441). RESULTS: BCAA levels, after adjustment for baseline, were similar at all timepoints between groups, but adjusted BCKA kinetics were different between groups for α-ketoisocaproate (P = 0.022) and α-ketoisovalerate (P = 0.021), most notably diverging at 120 min post-MMTT. An additional 20 metabolites had significantly different kinetics across timepoints between groups, and 9 of these metabolites-including several acylcarnitines-were significantly associated with mortality in JHS, irrespective of diabetes status. The highest quartile of a composite metabolite risk score was associated with higher mortality (HR:1.57; 1.20, 2.05, P = 0.00094) than the lowest quartile. CONCLUSIONS: BCKA levels remained elevated after an MMTT among participants with diabetes, suggesting that BCKA catabolism may be a key dysregulated process in the interaction of BCAA and diabetes. Metabolites with different kinetics after an MMTT may be markers of dysmetabolism and associated with increased mortality in self-identified African Americans.


Asunto(s)
Aminoácidos de Cadena Ramificada , Diabetes Mellitus , Humanos , Aminoácidos de Cadena Ramificada/metabolismo , Factores de Riesgo , Obesidad/metabolismo , Metaboloma
6.
Diabetes ; 72(4): 532-543, 2023 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-36630488

RESUMEN

Proteomics has been used to study type 2 diabetes, but the majority of available data are from White participants. Here, we extend prior work by analyzing a large cohort of self-identified African Americans in the Jackson Heart Study (n = 1,313). We found 325 proteins associated with incident diabetes after adjusting for age, sex, and sample batch (false discovery rate q < 0.05) measured using a single-stranded DNA aptamer affinity-based method on fasting plasma samples. A subset was independent of established markers of diabetes development pathways, such as adiposity, glycemia, and/or insulin resistance, suggesting potential novel biological processes associated with disease development. Thirty-six associations remained significant after additional adjustments for BMI, fasting plasma glucose, cholesterol levels, hypertension, statin use, and renal function. Twelve associations, including the top associations of complement factor H, formimidoyltransferase cyclodeaminase, serine/threonine-protein kinase 17B, and high-mobility group protein B1, were replicated in a meta-analysis of two self-identified White cohorts-the Framingham Heart Study and the Malmö Diet and Cancer Study-supporting the generalizability of these biomarkers. A selection of these diabetes-associated proteins also improved risk prediction. Thus, we uncovered both novel and broadly generalizable associations by studying a diverse population, providing a more complete understanding of the diabetes-associated proteome.


Asunto(s)
Diabetes Mellitus Tipo 2 , Humanos , Diabetes Mellitus Tipo 2/metabolismo , Negro o Afroamericano , Factores de Riesgo , Obesidad , Biomarcadores
7.
JCI Insight ; 6(5)2021 03 08.
Artículo en Inglés | MEDLINE | ID: mdl-33591955

RESUMEN

Recent advances in proteomic technologies have made high-throughput profiling of low-abundance proteins in large epidemiological cohorts increasingly feasible. We investigated whether aptamer-based proteomic profiling could identify biomarkers associated with future development of type 2 diabetes (T2DM) beyond known risk factors. We identified dozens of markers with highly significant associations with future T2DM across 2 large longitudinal cohorts (n = 2839) followed for up to 16 years. We leveraged proteomic, metabolomic, genetic, and clinical data from humans to nominate 1 specific candidate to test for potential causal relationships in model systems. Our studies identified functional effects of aminoacylase 1 (ACY1), a top protein association with future T2DM risk, on amino acid metabolism and insulin homeostasis in vitro and in vivo. Furthermore, a loss-of-function variant associated with circulating levels of the biomarker WAP, Kazal, immunoglobulin, Kunitz, and NTR domain-containing protein 2 (WFIKKN2) was, in turn, associated with fasting glucose, hemoglobin A1c, and HOMA-IR measurements in humans. In addition to identifying potentially novel disease markers and pathways in T2DM, we provide publicly available data to be leveraged for insights about gene function and disease pathogenesis in the context of human metabolism.


Asunto(s)
Biomarcadores/metabolismo , Diabetes Mellitus Tipo 2 , Proteoma/metabolismo , Animales , Estudios de Cohortes , Diabetes Mellitus Tipo 2/epidemiología , Diabetes Mellitus Tipo 2/metabolismo , Femenino , Humanos , Masculino , Ratones Endogámicos C57BL , Persona de Mediana Edad , Factores de Riesgo , Transducción de Señal
8.
Proc Natl Acad Sci U S A ; 117(40): 25026-25035, 2020 10 06.
Artículo en Inglés | MEDLINE | ID: mdl-32958645

RESUMEN

In addition to their fundamental role in clearance, the kidneys release select molecules into the circulation, but whether any of these anabolic functions provides insight on kidney health is unknown. Using aptamer-based proteomics, we characterized arterial (A)-to-renal venous (V) gradients for >1,300 proteins in 22 individuals who underwent invasive sampling. Although most of the proteins that changed significantly decreased from A to V, consistent with renal clearance, several were found to increase, the most significant of which was testican-2. To assess the clinical implications of these physiologic findings, we examined proteomic data in the Jackson Heart Study (JHS), an African-American cohort (n = 1,928), with replication in the Framingham Heart Study (FHS), a White cohort (n = 1,621). In both populations, testican-2 had a strong, positive correlation with estimated glomerular filtration rate (eGFR). In addition, higher baseline testican-2 levels were associated with a lower rate of eGFR decline in models adjusted for age, gender, hypertension, type 2 diabetes, body mass index, baseline eGFR, and albuminuria. Glomerular expression of testican-2 in human kidneys was demonstrated by immunohistochemistry, immunofluorescence, and electron microscopy, while single-cell RNA sequencing of human kidneys showed expression of the cognate gene, SPOCK2, exclusively in podocytes. In vitro, testican-2 increased glomerular endothelial tube formation and motility, raising the possibility that its secretion has a functional role within the glomerulus. Taken together, our findings identify testican-2 as a podocyte-derived biomarker of kidney health and prognosis.


Asunto(s)
Biomarcadores/metabolismo , Riñón/metabolismo , Proteoglicanos/genética , Proteómica , Negro o Afroamericano/genética , Aptámeros de Péptidos , Femenino , Tasa de Filtración Glomerular/genética , Humanos , Hipertensión/genética , Hipertensión/patología , Riñón/patología , Pruebas de Función Renal , Glomérulos Renales/metabolismo , Masculino , Persona de Mediana Edad , Podocitos/metabolismo , Podocitos/patología , Proteoglicanos/metabolismo
9.
J Adv Pract Oncol ; 9(1): 86-89, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30564471

RESUMEN

One of the main challenges within clinical practice today involves attaining the knowledge necessary to treat patients safely and effectively. The explosion of scientific breakthroughs within the health-care setting has created a new challenge for today's practitioners: staying informed. In turn, the pharmaceutical industry has been challenged with providing information that is accurate, meaningful, and compliant with US Food and Drug Administration guidelines. In this article, we review how the pharmaceutical industry has tried to fill this need through the role of the pharmaceutical clinical educator (PCE). We describe the PCE role and the different forms of education and support that can be provided to advanced practice providers (APPs). We also address the conflict of interest issues surrounding a collaborative relationship between APPs and pharmaceutical industry APPs.

10.
JAMA Cardiol ; 3(3): 242-246, 2018 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-29299604

RESUMEN

Importance: Clinical practice guidelines currently endorse a reliance on clinical symptoms of overt left ventricular (LV) failure to time aortic valve replacement for severe aortic stenosis; however, delayed aortic valve replacement can result in irreversible LV injury and adverse outcomes. Blood metabolomic signatures possess prognostic value in heart failure; this study assesses whether they are informative in aortic stenosis. Objective: To evaluate the value of metabolomic signatures in reflecting the extent of maladaptive LV remodeling in patients with end-stage aortic stenosis undergoing transcatheter aortic valve replacement, and to assess whether this procedure reverses metabolomic aberrations. Design, Setting, and Participants: This study of 44 patients with symptomatic severe aortic stenosis who underwent transfemoral transcatheter aortic valve replacement at a single-center tertiary care hospital. Liquid chromatography-mass spectrometry-based metabolomic profiling was performed on blood samples collected before and 24 hours after the procedure, and analyses were conducted to identify metabolites related to the measures of LV remodeling. Main Outcomes and Measures: We evaluated LV ejection fraction, LV mass index, and relative wall thickness, as well as levels of the acylcarnitines C16, C18:1, C18:2, C18, C26, choline, and kynurenine. Results: We enrolled 44 patients with severe aortic stenosis with a mean (SD) age of 81.9 (8.5) years, of whom 23 (52%) were women. The mean (SD) LV ejection fraction was 56.7% (18.2%), mean (SD) LV mass index was 117.3 (41.4) g/m2, and relative wall thickness was 0.53 (0.14). The mean ß values of acylcarnitines C16, C18:1, C18:2, C18, and C26 were independently associated with LV mass index (C16: mean, 19.24; 95% CI, 5.48-33.01; P = .008; C18:1: mean, 26.18; 95% CI, 14.04-38.32; P < 1.0 × 10-4; C18:2: mean, 17.42; 95% CI, 3.40-31.43; P = .02; C18: mean, 25.25; 95% CI, 10.91-39.58; P = .001; C26: mean, 19.93; 95% CI, 4.41-35.45; P = .01), even after adjustments for age, sex, diabetes status, renal function, and B-type natriuretic peptide (BNP). Circulating levels of C18:2 acylcarnitine were associated with LV ejection fraction before and after multivariable adjustment (mean, -6.11; 95% CI, -10.88 to 1.34; P = .01). Blood metabolite levels did not independently relate to relative wall thickness. Within 24 hours of transcatheter aortic valve replacement, circulating levels of C16 decreased by 30.2% (P = 7.3 × 10-6), C18:1 by 42.7% (P = 3.7 × 10-8), C18:2 by 37.3% (P = 5.1 × 10-6), and C18 by 38.3% (P = 3.4 × 10-5). Conclusions and Relevance: In symptomatic patients with severe aortic stenosis undergoing transcatheter aortic valve replacement, circulating levels of long-chain acylcarnitines were independently associated with measures of maladaptive LV remodeling, and metabolic perturbations lessened after procedure completion. Further efforts are needed to determine the clinical applicability of these novel biomarkers.


Asunto(s)
Estenosis de la Válvula Aórtica/sangre , Carnitina/análogos & derivados , Reemplazo de la Válvula Aórtica Transcatéter , Remodelación Ventricular/fisiología , Anciano de 80 o más Años , Estenosis de la Válvula Aórtica/fisiopatología , Estenosis de la Válvula Aórtica/cirugía , Biomarcadores/metabolismo , Carnitina/metabolismo , Colina/metabolismo , Complicaciones de la Diabetes/complicaciones , Femenino , Humanos , Hipertensión/complicaciones , Quinurenina/metabolismo , Masculino , Insuficiencia Renal Crónica/complicaciones , Volumen Sistólico/fisiología
11.
Circulation ; 137(11): 1158-1172, 2018 03 13.
Artículo en Inglés | MEDLINE | ID: mdl-29258991

RESUMEN

BACKGROUND: We recently identified 156 proteins in human plasma that were each associated with the net Framingham Cardiovascular Disease Risk Score using an aptamer-based proteomic platform in Framingham Heart Study Offspring participants. Here we hypothesized that performing genome-wide association studies and exome array analyses on the levels of each of these 156 proteins might identify genetic determinants of risk-associated circulating factors and provide insights into early cardiovascular pathophysiology. METHODS: We studied the association of genetic variants with the plasma levels of each of the 156 Framingham Cardiovascular Disease Risk Score-associated proteins using linear mixed-effects models in 2 population-based cohorts. We performed discovery analyses on plasma samples from 759 participants of the Framingham Heart Study Offspring cohort, an observational study of the offspring of the original Framingham Heart Study and their spouses, and validated these findings in plasma samples from 1421 participants of the MDCS (Malmö Diet and Cancer Study). To evaluate the utility of this strategy in identifying new biological pathways relevant to cardiovascular disease pathophysiology, we performed studies in a cell-model system to experimentally validate the functional significance of an especially novel genetic association with circulating apolipoprotein E levels. RESULTS: We identified 120 locus-protein associations in genome-wide analyses and 41 associations in exome array analyses, the majority of which have not been described previously. These loci explained up to 66% of interindividual plasma protein-level variation and, on average, accounted for 3 times the amount of variation explained by common clinical factors, such as age, sex, and diabetes mellitus status. We described overlap among many of these loci and cardiovascular disease genetic risk variants. Finally, we experimentally validated a novel association between circulating apolipoprotein E levels and the transcription factor phosphatase 1G. Knockdown of phosphatase 1G in a human liver cell model resulted in decreased apolipoprotein E transcription and apolipoprotein E protein levels in cultured supernatants. CONCLUSIONS: We identified dozens of novel genetic determinants of proteins associated with the Framingham Cardiovascular Disease Risk Score and experimentally validated a new role for phosphatase 1G in lipoprotein biology. Further, genome-wide and exome array data for each protein have been made publicly available as a resource for cardiovascular disease research.


Asunto(s)
Proteínas Sanguíneas/genética , Enfermedades Cardiovasculares/genética , Variación Genética , Anciano , Apolipoproteínas E/genética , Apolipoproteínas E/metabolismo , Proteínas Sanguíneas/metabolismo , Enfermedades Cardiovasculares/sangre , Enfermedades Cardiovasculares/diagnóstico , Bases de Datos Genéticas , Femenino , Perfilación de la Expresión Génica , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Células Hep G2 , Herencia , Humanos , Masculino , Análisis de la Aleatorización Mendeliana , Persona de Mediana Edad , Fenotipo , Proteína Fosfatasa 2C/genética , Proteína Fosfatasa 2C/metabolismo , Sitios de Carácter Cuantitativo , Factores de Riesgo
12.
Circulation ; 137(12): 1270-1277, 2018 03 20.
Artículo en Inglés | MEDLINE | ID: mdl-29222138

RESUMEN

BACKGROUND: Emerging proteomic technologies using novel affinity-based reagents allow for efficient multiplexing with high-sample throughput. To identify early biomarkers of myocardial injury, we recently applied an aptamer-based proteomic profiling platform that measures 1129 proteins to samples from patients undergoing septal alcohol ablation for hypertrophic cardiomyopathy, a human model of planned myocardial injury. Here, we examined the scalability of this approach using a markedly expanded platform to study a far broader range of human proteins in the context of myocardial injury. METHODS: We applied a highly multiplexed, expanded proteomic technique that uses single-stranded DNA aptamers to assay 4783 human proteins (4137 distinct human gene targets) to derivation and validation cohorts of planned myocardial injury, individuals with spontaneous myocardial infarction, and at-risk controls. RESULTS: We found 376 target proteins that significantly changed in the blood after planned myocardial injury in a derivation cohort (n=20; P<1.05E-05, 1-way repeated measures analysis of variance, Bonferroni threshold). Two hundred forty-seven of these proteins were validated in an independent planned myocardial injury cohort (n=15; P<1.33E-04, 1-way repeated measures analysis of variance); >90% were directionally consistent and reached nominal significance in the validation cohort. Among the validated proteins that were increased within 1 hour after planned myocardial injury, 29 were also elevated in patients with spontaneous myocardial infarction (n=63; P<6.17E-04). Many of the novel markers identified in our study are intracellular proteins not previously identified in the peripheral circulation or have functional roles relevant to myocardial injury. For example, the cardiac LIM protein, cysteine- and glycine-rich protein 3, is thought to mediate cardiac mechanotransduction and stress responses, whereas the mitochondrial ATP synthase F0 subunit component is a vasoactive peptide on its release from cells. Last, we performed aptamer-affinity enrichment coupled with mass spectrometry to technically verify aptamer specificity for a subset of the new biomarkers. CONCLUSIONS: Our results demonstrate the feasibility of large-scale aptamer multiplexing at a level that has not previously been reported and with sample throughput that greatly exceeds other existing proteomic methods. The expanded aptamer-based proteomic platform provides a unique opportunity for biomarker and pathway discovery after myocardial injury.


Asunto(s)
Aptámeros de Nucleótidos , Proteínas Sanguíneas/metabolismo , Cardiomiopatía Hipertrófica/sangre , Miocardio/metabolismo , Proteómica/métodos , Infarto del Miocardio con Elevación del ST/sangre , Técnicas de Ablación , Biomarcadores/sangre , Proteínas Sanguíneas/genética , Cardiomiopatía Hipertrófica/genética , Cardiomiopatía Hipertrófica/patología , Cardiomiopatía Hipertrófica/cirugía , Estudios de Casos y Controles , Estudios de Factibilidad , Ensayos Analíticos de Alto Rendimiento , Humanos , Miocardio/patología , Valor Predictivo de las Pruebas , Pronóstico , Reproducibilidad de los Resultados , Infarto del Miocardio con Elevación del ST/genética , Infarto del Miocardio con Elevación del ST/patología , Factores de Tiempo
13.
Circulation ; 134(4): 270-85, 2016 Jul 26.
Artículo en Inglés | MEDLINE | ID: mdl-27444932

RESUMEN

BACKGROUND: Single-stranded DNA aptamers are oligonucleotides of ≈50 base pairs in length selected for their ability to bind proteins with high specificity and affinity. Emerging DNA aptamer-based technologies may address limitations of existing proteomic techniques, including low sample throughput, which have hindered proteomic analyses of large cohorts. METHODS: To identify early biomarkers of myocardial injury, we applied an aptamer-based proteomic platform that measures 1129 proteins to a clinically relevant perturbational model of planned myocardial infarction (PMI), patients undergoing septal ablation for hypertrophic cardiomyopathy. Blood samples were obtained before and at 10 and 60 minutes after PMI, and protein changes were assessed by repeated-measures analysis of variance. The generalizability of our PMI findings was evaluated in a spontaneous myocardial infarction cohort (Wilcoxon rank-sum). We then tested the platform's ability to detect associations between proteins and Framingham Risk Score components in the Framingham Heart Study, performing regression analyses for each protein versus each clinical trait. RESULTS: We found 217 proteins that significantly changed in the peripheral vein blood after PMI in a derivation cohort (n=15; P<5.70E-5). Seventy-nine of these proteins were validated in an independent PMI cohort (n=15; P<2.30E-4); >85% were directionally consistent and reached nominal significance. We detected many protein changes that are novel in the context of myocardial injury, including Dickkopf-related protein 4, a WNT pathway inhibitor (peak increase 124%, P=1.29E-15) and cripto, a growth factor important in cardiac development (peak increase 64%, P=1.74E-4). Among the 40 validated proteins that increased within 1 hour after PMI, 23 were also elevated in patients with spontaneous myocardial infarction (n=46; P<0.05). Framingham Heart Study analyses revealed 156 significant protein associations with the Framingham Risk Score (n=899), including aminoacylase 1 (ß=0.3386, P=2.54E-22) and trigger factor 2 (ß=0.2846, P=5.71E-17). Furthermore, we developed a novel workflow integrating DNA-based immunoaffinity with mass spectrometry to analytically validate aptamer specificity. CONCLUSIONS: Our results highlight an emerging proteomics tool capable of profiling >1000 low-abundance analytes with high sensitivity and high precision, applicable both to well-phenotyped perturbational studies and large human cohorts, as well.


Asunto(s)
Aptámeros de Nucleótidos/metabolismo , Biomarcadores/sangre , Proteínas Sanguíneas/análisis , Cardiomiopatía Hipertrófica/sangre , Infarto del Miocardio/sangre , Proteómica/métodos , Síndrome Coronario Agudo/sangre , Adulto , Cardiomiopatía Hipertrófica/complicaciones , Cromatografía Liquida , ADN de Cadena Simple/metabolismo , Femenino , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Infarto del Miocardio/etiología , Fenotipo , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Espectrometría de Masas en Tándem
14.
J Am Heart Assoc ; 5(3): e002712, 2016 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-27068627

RESUMEN

BACKGROUND: Acute kidney injury (AKI) occurs commonly after transcatheter aortic valve replacement (TAVR) and is associated with markedly increased postoperative mortality. We previously identified plasma metabolites predictive of incident chronic kidney disease, but whether metabolite profiles can identify those at risk of AKI is unknown. METHODS AND RESULTS: We performed liquid chromatography-mass spectrometry-based metabolite profiling on plasma from patients undergoing TAVR and subjects from the community-based Framingham Heart Study (N=2164). AKI was defined by using the Valve Academic Research Consortium-2 criteria. Of 44 patients (mean age 82±9 years, 52% female) undergoing TAVR, 22 (50%) had chronic kidney disease and 9 (20%) developed AKI. Of 85 metabolites profiled, we detected markedly concordant cross-sectional metabolic changes associated with chronic kidney disease in the hospital-based TAVR and Framingham Heart Study cohorts. Baseline levels of 5-adenosylhomocysteine predicted AKI after TAVR, despite adjustment for baseline glomerular filtration rate (odds ratio per 1-SD increase 5.97, 95% CI 1.62-22.0; P=0.007). Of the patients who had AKI, 6 (66.7%) subsequently died, compared with 3 (8.6%) deaths among those patients who did not develop AKI (P=0.0008) over a median follow-up of 7.8 months. 5-adenosylhomocysteine was predictive of all-cause mortality after TAVR (hazard ratio per 1-SD increase 2.96, 95% CI 1.33-6.58; P=0.008), independent of baseline glomerular filtration rate. CONCLUSIONS: In an elderly population with severe aortic stenosis undergoing TAVR, metabolite profiling improves the prediction of AKI. Given the multifactorial nature of AKI after TAVR, metabolite profiles may identify those patients with reduced renal reserve.


Asunto(s)
Lesión Renal Aguda/mortalidad , Estenosis de la Válvula Aórtica/terapia , Cateterismo Cardíaco/mortalidad , Implantación de Prótesis de Válvulas Cardíacas/mortalidad , Metabolómica , S-Adenosilhomocisteína/sangre , Lesión Renal Aguda/diagnóstico , Lesión Renal Aguda/etiología , Anciano , Anciano de 80 o más Años , Estenosis de la Válvula Aórtica/sangre , Estenosis de la Válvula Aórtica/diagnóstico , Estenosis de la Válvula Aórtica/mortalidad , Biomarcadores/sangre , Cateterismo Cardíaco/efectos adversos , Cromatografía Liquida , Femenino , Implantación de Prótesis de Válvulas Cardíacas/efectos adversos , Humanos , Estimación de Kaplan-Meier , Modelos Lineales , Modelos Logísticos , Masculino , Espectrometría de Masas , Massachusetts/epidemiología , Metabolómica/métodos , Análisis Multivariante , Oportunidad Relativa , Valor Predictivo de las Pruebas , Prevalencia , Medición de Riesgo , Factores de Riesgo , Resultado del Tratamiento
15.
J Heart Lung Transplant ; 35(3): 342-351, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-26586488

RESUMEN

BACKGROUND: Elevated levels of aldosterone are a modifiable contributor to clinical worsening in heart failure with reduced ejection fraction (HFrEF). Endothelin-1 (ET-1), which is increased in HFrEF, induces pulmonary endothelial aldosterone synthesis in vitro. However, whether transpulmonary aldosterone release occurs in humans or aldosterone relates to functional capacity in HFrEF is not known. Therefore, we aimed to characterize ET-1 and transpulmonary aldosterone levels in HFrEF and determine if aldosterone levels relate to peak volume of oxygen uptake (pVO2). METHODS: Data from 42 consecutive HFrEF patients and 18 controls referred for invasive cardiopulmonary exercise testing were analyzed retrospectively. RESULTS: Radial ET-1 levels (median [interquartile range]) were higher in HFrEF patients compared with controls (17.5 [11.5-31.4] vs 11.5 [4.4-19.0] pg/ml, p = 0.04). A significant ET-1 transpulmonary gradient (pulmonary arterial [PA] - radial arterial levels) was present in HFrEF (p < 0.001) but not in controls (p = 0.24). Compared with controls, aldosterone levels (median [interquartile range]) were increased in HFrEF patients in the PA (364 [250-489] vs 581 [400-914] ng/dl, p < 0.01) and radial compartments (366 [273-466] vs 702 [443-1223] ng/dl, p < 0.001). Akin to ET-1, a transpulmonary increase (median [interquartile range]) in aldosterone concentration was also observed between controls and HFrEF patients at rest (7.5 [-54 to 40] vs 61.6 [-13.6 to 165] ng/dl, p = 0.01) and peak exercise (-20.7 [-39.6 to 79.1] vs 25.8 [-29.2 to 109.3] ng/dl, p = 0.02). The adjusted pVO2 correlated inversely with aldosterone levels at peak activity in the PA (r = -0.31, p = 0.01) and radial artery (r = -0.32, p = 0.01). CONCLUSIONS: These data provide preliminary evidence in support of increased transpulmonary aldosterone levels in HFrEF and suggest an inverse relationship between circulating aldosterone and pVO2. Future prospective studies are needed to characterize the functional effects of transpulmonary and circulating aldosterone on cardiac reserve capacity in HFrEF.


Asunto(s)
Aldosterona/sangre , Ejercicio Físico , Reserva del Flujo Fraccional Miocárdico , Insuficiencia Cardíaca Sistólica/sangre , Insuficiencia Cardíaca Sistólica/fisiopatología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Endotelina-1/sangre , Femenino , Humanos , Masculino , Persona de Mediana Edad , Proyectos Piloto , Arteria Pulmonar , Estudios Retrospectivos , Adulto Joven
16.
Mol Cell Proteomics ; 14(9): 2375-93, 2015 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-25724909

RESUMEN

We have developed a novel plasma protein analysis platform with optimized sample preparation, chromatography, and MS analysis protocols. The workflow, which utilizes chemical isobaric mass tag labeling for relative quantification of plasma proteins, achieves far greater depth of proteome detection and quantification while simultaneously having increased sample throughput than prior methods. We applied the new workflow to a time series of plasma samples from patients undergoing a therapeutic, "planned" myocardial infarction for hypertrophic cardiomyopathy, a unique human model in which each person serves as their own biologic control. Over 5300 proteins were confidently identified in our experiments with an average of 4600 proteins identified per sample (with two or more distinct peptides identified per protein) using iTRAQ four-plex labeling. Nearly 3400 proteins were quantified in common across all 16 patient samples. Compared with a previously published label-free approach, the new method quantified almost fivefold more proteins/sample and provided a six- to nine-fold increase in sample analysis throughput. Moreover, this study provides the largest high-confidence plasma proteome dataset available to date. The reliability of relative quantification was also greatly improved relative to the label-free approach, with measured iTRAQ ratios and temporal trends correlating well with results from a 23-plex immunoMRM (iMRM) assay containing a subset of the candidate proteins applied to the same patient samples. The functional importance of improved detection and quantification was reflected in a markedly expanded list of significantly regulated proteins that provided many new candidate biomarker proteins. Preliminary evaluation of plasma sample labeling with TMT six-plex and ten-plex reagents suggests that even further increases in multiplexing of plasma analysis are practically achievable without significant losses in depth of detection relative to iTRAQ four-plex. These results obtained with our novel platform provide clear demonstration of the value of using isobaric mass tag reagents in plasma-based biomarker discovery experiments.


Asunto(s)
Biomarcadores/sangre , Cardiomiopatía Hipertrófica/metabolismo , Cardiomiopatía Hipertrófica/terapia , Cromatografía de Gases y Espectrometría de Masas/métodos , Proteómica/métodos , Biomarcadores/química , Cardiomiopatía Hipertrófica/sangre , Humanos , Análisis de Series de Tiempo Interrumpido , Infarto del Miocardio/etiología , Reproducibilidad de los Resultados , Flujo de Trabajo
17.
Nat Biotechnol ; 29(7): 635-43, 2011 Jun 19.
Artículo en Inglés | MEDLINE | ID: mdl-21685905

RESUMEN

We developed a pipeline to integrate the proteomic technologies used from the discovery to the verification stages of plasma biomarker identification and applied it to identify early biomarkers of cardiac injury from the blood of patients undergoing a therapeutic, planned myocardial infarction (PMI) for treatment of hypertrophic cardiomyopathy. Sampling of blood directly from patient hearts before, during and after controlled myocardial injury ensured enrichment for candidate biomarkers and allowed patients to serve as their own biological controls. LC-MS/MS analyses detected 121 highly differentially expressed proteins, including previously credentialed markers of cardiovascular disease and >100 novel candidate biomarkers for myocardial infarction (MI). Accurate inclusion mass screening (AIMS) qualified a subset of the candidates based on highly specific, targeted detection in peripheral plasma, including some markers unlikely to have been identified without this step. Analyses of peripheral plasma from controls and patients with PMI or spontaneous MI by quantitative multiple reaction monitoring mass spectrometry or immunoassays suggest that the candidate biomarkers may be specific to MI. This study demonstrates that modern proteomic technologies, when coherently integrated, can yield novel cardiovascular biomarkers meriting further evaluation in large, heterogeneous cohorts.


Asunto(s)
Biomarcadores/sangre , Análisis Químico de la Sangre/métodos , Espectrometría de Masas/métodos , Infarto del Miocardio/sangre , Mapeo Peptídico/métodos , Proteoma/análisis , Humanos , Integración de Sistemas
18.
Neurobiol Dis ; 22(2): 233-41, 2006 May.
Artículo en Inglés | MEDLINE | ID: mdl-16442295

RESUMEN

Huntington's disease (HD) is a neurodegenerative disease caused by expansion of a polyglutamine tract within the huntingtin protein. Transcriptional dysregulation has been implicated in HD pathogenesis; recent evidence suggests a defect in Sp1-mediated transcription. We used chromatin immunoprecipitation (ChIP) assays followed by real-time PCR to quantify the association of Sp1 with individual genes. We find that, despite normal protein levels and normal to increased overall nuclear binding activity, Sp1 has decreased binding to specific promoters of susceptible genes in transgenic HD mouse brain, in striatal HD cells, and in human HD brain. Genes whose mRNA levels are decreased in HD have abnormal Sp1-DNA binding, whereas genes with unchanged mRNA levels have normal levels of Sp1 association. Moreover, the altered binding seen with Sp1 is not found with another transcription factor, NF-Y. These findings suggest that mutant huntingtin dissociates Sp1 from target promoters, inhibiting transcription of specific genes.


Asunto(s)
Química Encefálica/genética , Encéfalo/metabolismo , Regulación hacia Abajo/genética , Regulación de la Expresión Génica/genética , Enfermedad de Huntington/genética , Factor de Transcripción Sp1/genética , Animales , Sitios de Unión/genética , Encéfalo/fisiopatología , Células Cultivadas , Humanos , Proteína Huntingtina , Enfermedad de Huntington/metabolismo , Enfermedad de Huntington/fisiopatología , Ratones , Ratones Transgénicos , Proteínas del Tejido Nervioso/genética , Proteínas Nucleares/genética , Regiones Promotoras Genéticas/genética , Unión Proteica/genética , Elementos Reguladores de la Transcripción/genética , Factor de Transcripción Sp1/metabolismo , Activación Transcripcional/genética
19.
Methods Mol Biol ; 277: 231-60, 2004.
Artículo en Inglés | MEDLINE | ID: mdl-15201460

RESUMEN

One of the characteristic findings in human Huntington's disease (HD) is the alteration of neurotransmitter receptors. To a remarkable degree, transgenic HD mouse models recapitulate neurotransmitter receptor alterations. Neurotransmitter receptors can be assessed at the protein level by using receptor-binding autoradiography. One can also measure levels of receptor messenger RNA with in situ hybridization (ISH), employing either oligonucleotide or ribonucleotide probes. Both of these techniques-receptor-binding autoradiography and in situ hybridization-yield quantitative and regionally specific information regarding neurotransmitter receptors. We describe techniques for performing receptor-binding autoradiography and two types of in situ hybridization using oligonucleotide and ribonucleotide probes. With receptor binding and ISH, one can obtain quantitative region-specific assessments of neurotransmitter receptor alteration, a key pathologic event in HD pathogenesis.


Asunto(s)
Receptores de Neurotransmisores/genética , Animales , Autorradiografía , Secuencia de Bases , Sondas de ADN , Humanos , Enfermedad de Huntington/genética , Hibridación in Situ , Ratones , Ratones Transgénicos
20.
Neurobiol Dis ; 14(3): 624-36, 2003 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-14678777

RESUMEN

We analyzed NMDA receptor subunit mRNAs, proteins, and anchoring proteins in mice transgenic for exon 1 of the HD gene. R6/2 mice had decreased levels of mRNAs encoding epsilon1 and epsilon2 NMDA receptor subunits (mouse orthologs of rat NR2A and NR2B subunits), but not the zeta1 subunit (mouse ortholog of NR1), as assessed by gene expression profiling and Northern blotting. In situ hybridization resolved mRNA decreases spatially to the CA1 field of hippocampus. Western blotting revealed decreases in plasma membrane-associated epsilon1 and epsilon2 subunits in hippocampus, and decreases in plasma membrane-associated zeta1 subunit in cortex and hippocampus. In addition, PSD-95 and alpha-actinin-2, proteins essential for anchoring NMDA receptors, were decreased. Finally, we found a decreased level of tyrosine-phosphorylated epsilon1 subunit, another determinant of NMDA receptor trafficking, in R6/2 hippocampus. Taken together, these data demonstrate multiple levels of NMDA receptor dysregulation, including abnormalities in mRNA expression levels, receptor stoichiometry, protein phosphorylation, and receptor trafficking.


Asunto(s)
Encéfalo/metabolismo , Enfermedad de Huntington/metabolismo , Proteínas del Tejido Nervioso/genética , Proteínas Nucleares/genética , Subunidades de Proteína/genética , Receptores de N-Metil-D-Aspartato/genética , Actinina/metabolismo , Animales , Encéfalo/patología , Encéfalo/fisiopatología , Membrana Celular/genética , Membrana Celular/metabolismo , Modelos Animales de Enfermedad , Homólogo 4 de la Proteína Discs Large , Guanilato-Quinasas , Proteína Huntingtina , Enfermedad de Huntington/genética , Enfermedad de Huntington/fisiopatología , Péptidos y Proteínas de Señalización Intracelular , Proteínas de la Membrana , Ratones , Ratones Transgénicos , Mutación/genética , Proteínas del Tejido Nervioso/metabolismo , Proteínas Nucleares/metabolismo , Fosforilación , Estructura Terciaria de Proteína/genética , Subunidades de Proteína/metabolismo , Transporte de Proteínas/fisiología , ARN Mensajero/metabolismo , Receptores de N-Metil-D-Aspartato/metabolismo , Tirosina/metabolismo
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